OMNI MATRIX LIBRARY

SUBJECT . SOURCE . TIMELINE . LOCATION

A Novel Integrated System for Data Collation, Categorization, Mining and Mapping, Transforming Data into Decision Intelligence.

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DATA COLLECTION APPROACH

GOVERNMENT DATA

Approach the extensive KVWRMI network if affiliates and support bodies.
Visit offices, institutes and academic libraries to request permits for special access.
Some data may be linked referenced, providing abstracts only as full documents may be subscription provided.

SCIENTIFIC RESEARCH DATA

Search published articles using keywords in Google Scholar, Library Genesis, PubMed, etc.
Read abstracts and download relevant data using tools like Zotero, Mendeley for metadata, citations and references.
Using literature mapping tools like Research Rabbit to find related research.
Space papers and links for future reference using tools like Instapaper.

DATA COLLATION & ORGANIZATION

Sort and arrange data in MS Excel systematically.
Order by chronology (past-present-future) or by locations / sites.
Ensure systematic, methodical arrangement for easy data mining.

THE 4D DATA MATRIX CONCEPT

Each numeric square is referenced with a latitude of A-Z and longitude of 1-17 etc., then each decimal box is split again… and again, each time focusing on a smaller and smaller area with its own reference identify.

Each square area is hyperlinked up and down.
Upon zooming in, each square area identifies the various layers of detail and data with pictures, documents, research and stakeholder activities.
All grid referenced for exact, consistent location identification.
Transforms from 2D smart screen to 3D physical interactive topographical model.
Ideal for Crisis Response and Major Event Overviews.

THE 4D MATRIX PROCESS

Collect Data

Government, scientific research, institutes, public and partner sources.

Review & Extract

Read, extract, reference and manage data using smart tools.

Organize in Excel

Sort, arranged and structure data by Subject, Source, Timeline and Location.

Convert & Build

Convert to csv and build matrix library in R / Python for analysis.

Analyze & Visualize

Data mining, statistics, mapping and interactive visualization.

Decide & Act

Insights for planning, response, policy and sustainable development.

4D MAPPING AND MODELING

Multi-layered mapping with hyperlinks for deep exploration.
Integrate topography, satellite imagery, infrastructure, hazards and socio-economic data.
3D interactive tabletop model with engrained touch mesh system.
Seamless transformation from 2D screen to 3D physical model.
Support scenario appraisal, planning and real-time response.

DATA COLLECTION APPROACH

735 Municipalities

(6 Metropolises, 11 sub-Metropolises, 276 Municipalities, 460 Gaunpalikas)

77 Districts

7 Provinces

Ensure no municipality is left behind.
Simultaneous roll-out s with inclusive and fair distribution.
Front line training through 7 Core Trainer Teams – one district in each province.

BENEFITS OF 4D DATA MATRIX LIBRARY

Reliable, exact location identification and data referencing.
Integrated data collation, categorization and mining.
Faster, smarter, evidence-based decision making.
Enhanced disaster and climate resilience planning.
Efficient resource allocation and monitoring.
Supports research, innovation and knowledge sharing.
Strengthens governance, accountability and transparency.
Leaving No One Behind – inclusive and equitable development.

Data Driven

Evidence for better decisions and impact.

Collaboration

Working together with schools and partners.

Transparent

Ethical data practices you can trust.

Targeted support

Resources where needs are greatest.

Resilient future

Stronger schools, stronger communities.

Resilient future

Stronger schools, stronger communities.

OMNI MATRIX LIBRARY

DATA COLLECTION APPROACH

THE 4D DATA MATRIX CONCEPT

THE 4D MATRIX PROCESS

4D MAPPING AND MODELING

DATA COLLECTION APPROACH

BENEFITS OF 4D DATA MATRIX LIBRARY

Data Driven

Collaboration

Transparent

Targeted support

Resilient future

Resilient future

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